logisticPCA: Binary Dimensionality Reduction

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Dimensionality reduction techniques for binary data including logistic PCA.

Author
Andrew J. Landgraf
Date of publication
2016-03-14 07:54:24
Maintainer
Andrew J. Landgraf <andland@gmail.com>
License
MIT + file LICENSE
Version
0.2
URLs

View on CRAN

Man pages

convexLogisticPCA
Convex Logistic Principal Component Analysis
cv.clpca
CV for convex logistic PCA
cv.lpca
CV for logistic PCA
cv.lsvd
CV for logistic SVD
fitted.lpca
Fitted values using logistic PCA
fitted.lsvd
Fitted values using logistic SVD
house_votes84
United States Congressional Voting Records 1984
inv.logit.mat
Inverse logit for matrices
logisticPCA
Logistic Principal Component Analysis
logisticPCA-package
logisticPCA-package
logisticSVD
Logistic Singular Value Decomposition
log_like_Bernoulli
Bernoulli Log Likelihood
plot.clpca
Plot convex logistic PCA
plot.cv.lpca
Plot CV for logistic PCA
plot.lpca
Plot logistic PCA
plot.lsvd
Plot logistic SVD
predict.clpca
Predict Convex Logistic PCA scores or reconstruction on new...
predict.lpca
Predict Logistic PCA scores or reconstruction on new data
predict.lsvd
Predict Logistic SVD left singular values or reconstruction...
project.Fantope
Project onto the Fantope

Files in this package

logisticPCA
logisticPCA/inst
logisticPCA/inst/CITATION
logisticPCA/inst/doc
logisticPCA/inst/doc/logisticPCA.Rmd
logisticPCA/inst/doc/logisticPCA.html
logisticPCA/inst/doc/logisticPCA.R
logisticPCA/tests
logisticPCA/tests/testthat.R
logisticPCA/tests/testthat
logisticPCA/tests/testthat/test-dimensions.R
logisticPCA/tests/testthat/test-loglik_missing.R
logisticPCA/tests/testthat/test-dimensions_missing.R
logisticPCA/src
logisticPCA/src/logisticPCA.c
logisticPCA/NAMESPACE
logisticPCA/NEWS.md
logisticPCA/data
logisticPCA/data/house_votes84.rdata
logisticPCA/R
logisticPCA/R/convexLogisticPCA.R
logisticPCA/R/logisticPCA-package.R
logisticPCA/R/logisticSVD.R
logisticPCA/R/data.R
logisticPCA/R/helper_functions.R
logisticPCA/R/logisticPCA.R
logisticPCA/vignettes
logisticPCA/vignettes/logisticPCA.Rmd
logisticPCA/README.md
logisticPCA/MD5
logisticPCA/build
logisticPCA/build/vignette.rds
logisticPCA/DESCRIPTION
logisticPCA/man
logisticPCA/man/logisticSVD.Rd
logisticPCA/man/predict.lpca.Rd
logisticPCA/man/house_votes84.Rd
logisticPCA/man/plot.lpca.Rd
logisticPCA/man/predict.clpca.Rd
logisticPCA/man/logisticPCA-package.Rd
logisticPCA/man/cv.lsvd.Rd
logisticPCA/man/project.Fantope.Rd
logisticPCA/man/logisticPCA.Rd
logisticPCA/man/convexLogisticPCA.Rd
logisticPCA/man/log_like_Bernoulli.Rd
logisticPCA/man/plot.cv.lpca.Rd
logisticPCA/man/plot.clpca.Rd
logisticPCA/man/fitted.lsvd.Rd
logisticPCA/man/inv.logit.mat.Rd
logisticPCA/man/fitted.lpca.Rd
logisticPCA/man/predict.lsvd.Rd
logisticPCA/man/plot.lsvd.Rd
logisticPCA/man/cv.clpca.Rd
logisticPCA/man/cv.lpca.Rd
logisticPCA/LICENSE